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Zomaya, Albert Y.
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Orchestrating big data analysis workflows in the cloud: research challenges, survey, and future directions
Barika M., Garg S., Zomaya A., Wang L., Moorsel A., Ranjan R. ACM Computing Surveys 52(5): 1-41, 2019. Type: Article
When processing different big data workflows, many new and (so far) unknown patterns and performance requirements are visible. We are forced to search new processing models and management techniques that can support the design of diffe...
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Mar 2 2021
DCDedupe: selective deduplication and delta compression with effective routing for distributed storage
Zhang B., Wang C., Zhou B., Yuan D., Zomaya A. Journal of Grid Computing 16(2): 195-209, 2018. Type: Article
In big data scenarios, data is often duplicated for system response time, efficiency, and network issues and then eliminated through deduplication. Data is compressed for storage efficiency and further abstraction or regression. The au...
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Nov 2 2018
Long term and large scale time synchronization in wireless sensor networks
Huang G., Zomaya A., Delicato F., Pires P. Computer Communications 3777-91, 2014. Type: Article
Time synchronization is a known issue in wireless sensor networks (WSNs) and has been widely studied. Huang et al. propose a “non-accumulative, quadratic Taylor time synchronization algorithm called 2LTSP [long-term and large...
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Mar 4 2014
Energy efficient distributed computing systems
Zomaya A., Lee Y., Wiley-IEEE Computer Society Pr, Hoboken, NJ, 2012. 856 pp. Type: Book (978-0-470908-75-4)
A contemporary issue long neglected by computer scientists is the proper consideration of energy and other resource costs in computing. Computer science (CS) curricula do a very good job of describing computers largely in the abstract,...
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Mar 22 2013
Evolutionary based solutions for green computing
Khan S., Kołodziej J., Li J., Zomaya A., Springer Publishing Company, Incorporated, New York, NY, 2012. 276 pp. Type: Book (978-3-642306-58-7)
Computer scientists usually view evolutionary computation as a sub-field of artificial intelligence involving combinatorial optimization. Evolutionary computation uses iterative processes, combined with random search (eventually parall...
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Jan 24 2013
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